As can be seen in Fig. REF , detection transformers are generally more data-hungry than RCNNs. To find out the key factors to data efficiency, we transform a data-efficient RCNN step-by-step into a data-hungry detection transformer to ablate the effects of different designs. Similar research approach has also been adopted by ATSS [1]} and Visformer [2]}, but for different research purposes.
